Arize AI records 249,028 monthly visits with +3.2% month-over-month growth and Paid, Contact for Pricing pricing. Binarly records 5,805 monthly visits with -23.7% growth and Contact for Pricing pricing.
Agent observability, evaluation, and continuous improvement for production AI
Binary-level security for the software and firmware you ship
| Dimension / Metric | | |
|---|---|---|
| Official Domain | arize.com | binarly.io |
| Pricing Model | Paid, Contact for Pricing | Contact for Pricing |
| Monthly Visits | 249.03K (249,028) | 5.81K (5,805) |
| MoM Traffic Delta | +7.67K (+3.2%) | -1.8K (-23.7%) |
| Primary Market & Share | 🇺🇸 United States (51.6%) | 🇺🇸 United States (69.9%) |
| Direct Visits / mo | 107.84K | 2.28K |
| User Rating | 4.6 | 4.3 |
| Supported Platforms | Website | Website |
Agent observability, evaluation, and continuous improvement for production AI
Capture spans, traces, and sessions across agents and LLM calls using OpenInference conventions built on OpenTelemetry, so instrumentation stays portable.
Run evaluations at span, trace, and session level to grade retrieval quality, tool use, and final answers across large production datasets.
An in-product agent that inspects traces, diagnoses likely root causes, and proposes fixes that engineers can review before shipping.
Self-host the leading open-source tracing and eval tool when you need to keep trace data inside your own infrastructure.
Binary-level security for the software and firmware you ship
Analyses the compiled artifacts and firmware images that actually ship, rather than relying on source manifests or vendor claims.
Identifies unexpected components, unauthorised modifications, embedded secrets and signs of build tampering across products.
Verifies that declared software and cryptography bills of materials match the real contents of the shipped binary.
Ranks issues using reachability and live exploitation signals so teams can triage effectively instead of chasing raw severity scores.
Free / Open-sourceAll-in-one AppSec platform that finds and auto-fixes vulnerabilities
Free / Open-sourceAll-in-one AppSec platform that finds and auto-fixes vulnerabilities
Excels at experiment tracking and model registry workflows, but is less purpose-built for real-time LLM production observability.
Excels at experiment tracking and model registry workflows, but is less purpose-built for real-time LLM production observability.
Attack-led AI security testing and red teaming
Attack-led AI security testing and red teaming
Free / Open-sourceAI-native offensive security: continuous red teaming, white-box pentests, and PR review
Free / Open-sourceIncludes integrated guardrails and simulation tools, but is less mature for large-scale enterprise production telemetry monitoring.
Free / Open-sourceIncludes integrated guardrails and simulation tools, but is less mature for large-scale enterprise production telemetry monitoring.
Free / Open-sourceFeatures strong testing and prompt evaluation tools, though its monitoring interface is less oriented towards massive telemetry streams.
Free / Open-sourceFeatures strong testing and prompt evaluation tools, though its monitoring interface is less oriented towards massive telemetry streams.
AI-driven privacy and security apps for phones, desktops and servers
AI-driven privacy and security apps for phones, desktops and servers
Focuses heavily on prompt management and versioning control, whereas Arize prioritizes end-to-end tracing and ML observability.
Focuses heavily on prompt management and versioning control, whereas Arize prioritizes end-to-end tracing and ML observability.
Offers comprehensive LLM evaluation and unit testing via DeepEval, but lacks Arize's deep production monitoring infrastructure.
Offers comprehensive LLM evaluation and unit testing via DeepEval, but lacks Arize's deep production monitoring infrastructure.
Free / Open-sourceContext-aware AI code reviews and a model router for coding agents
Free / Open-sourceContext-aware AI code reviews and a model router for coding agents
Free / Open-sourceAgent observability, evals and governance for AI platform teams
Free / Open-sourceAgent observability, evals and governance for AI platform teams
SpecialistStronger focus on compliance enforcement and AI governance, but less specialized for deep developer tracing workflows.
SpecialistStronger focus on compliance enforcement and AI governance, but less specialized for deep developer tracing workflows.
